36 citations · 96 across the 14 of their papers we have counts for
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stat.ME2022
A Decorrelating and Debiasing Approach to Simultaneous Inference for High-Dimensional Confounded Models
Yinrui Sun, Li Ma, Yin Xia
Motivated by the simultaneous association analysis with the presence of latent confounders, this paper studies the large-scale hypothesis testing problem for the high-dimensional c…
stat.ME2022★ 1 cited
A Locally Adaptive Algorithm for Multiple Testing with Network Structure
Ziyi Liang, T. Tony Cai, Wenguang Sun +1
Incorporating auxiliary information alongside primary data can significantly enhance the accuracy of simultaneous inference. However, existing multiple testing methods face challen…
stat.ME2022
NAPA: Neighborhood-Assisted and Posterior-Adjusted Two-sample Inference
Li Ma, Yin Xia, Lexin Li
Two-sample multiple testing problems of sparse spatial data are frequently arising in a variety of scientific applications. In this article, we develop a novel neighborhood-assiste…